Three of twelve models named Microsoft Defender for Cloud first on the direct prompt; three named Orca Security. Both were named by all twelve models and Microsoft Defender for Cloud carries 47 labels and Orca Security 40, so the shares are not directly comparable.
Named in seven categories this edition.
Named in five categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the cloud-native application protection page.
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Avoid relying exclusively on AWS Security Hub, Azure Defender, or Google Security Command Center as your primary CNAPP.” Qwen 3.7 Flash · negative prompt · hard negative
“Wiz and Microsoft Defender for Cloud are the top recommended CNAPPs due to their balance of features, ease of use, and strong mid-market fit” Mistral Small · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“often out of reach because they typically require high annual contract minimums” Gemini 3.5 Flash · budget prompt · soft negative
“Very strong on data security posture management (DSPM) and attack path analysis, often highly competitive on pricing for mid-market companies.” Gemini 3.5 Flash · scale prompt · first choice
“Choose Wiz or Orca Security if you have a multi-cloud footprint, want immediate visibility without installing agents” Gemini 3.5 Flash · comparative prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.